Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference最新文献_第3页

Socio-Technical Perspectives on Cyber Security and Definitions of Digital Transformation – A Literature Review 网络安全的社会技术视角与数字化转型的定义——文献综述

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference Pub Date : 1900-01-01 DOI: 10.3850/978-981-14-8593-0_5805-CD

S. Kilskar

引用次数: 1

Belief Reliability-based Design Optimization of Structures 基于信度的结构优化设计

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference Pub Date : 1900-01-01 DOI: 10.3850/978-981-14-8593-0_3883-CD

Yubing Chen, M. Wen, K. Rui, Qingyuan Zhang

引用次数: 0

“Shall We Play a Game?” The Pros and Cons of Wargaming Reachback Support in Security Risk Analysis “我们玩个游戏好吗?”在安全风险分析中使用wg回退支持的利弊

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference Pub Date : 1900-01-01 DOI: 10.3850/978-981-14-8593-0_3965-CD

H. Fridheim, S. Malerud

引用次数: 0

Predicting the Shear Resistance of Steel Fiber Reinforced Concrete Structures using Random Forest-based Model 基于随机森林模型的钢纤维混凝土结构抗剪承载力预测

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference Pub Date : 1900-01-01 DOI: 10.3850/978-981-14-8593-0_5819-CD

O. Olalusi, M. Akinlolu, T. Haupt

引用次数: 0

Agent-based Modeling and Reinforcement Learning for Optimizing Energy Systems Operation and Maintenance: The Pathmind Solution 基于智能体的建模和强化学习优化能源系统运行和维护:路径思维解决方案

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference Pub Date : 1900-01-01 DOI: 10.3850/978-981-14-8593-0_5863-CD

L. Pinciroli, P. Baraldi, M. Compare, S. Esmaeilzadeh, Mohammed Farhan, Brett Gohre, Roberto Grugni, L. Manca, E. Zio

{"title":"Agent-based Modeling and Reinforcement Learning for Optimizing Energy Systems Operation and Maintenance: The Pathmind Solution","authors":"L. Pinciroli, P. Baraldi, M. Compare, S. Esmaeilzadeh, Mohammed Farhan, Brett Gohre, Roberto Grugni, L. Manca, E. Zio","doi":"10.3850/978-981-14-8593-0_5863-CD","DOIUrl":"https://doi.org/10.3850/978-981-14-8593-0_5863-CD","url":null,"abstract":"The optimization of the Operation and Maintenance (O&M) of energy systems equipped with Prognostics and Health Management (PHM) capabilities can be framed as a sequential decision process, which can be addressed by Reinforcement Learning (RL). However, using RL algorithms requires specific skills, whereas the understanding of the possibly counter-intuitive solutions proposed by RL is not straifhtforward. To sidestep both issues, we use Pathmind, a software tool which enables effectively exploiting the RL capabilities without deep knowledge of machine learning. Pathmind is encoded in the Anylogic environment, which is an Agent-Based simulation software that simplifies the system modeling and allows easily visualizing the effects of the optimized policy. A scaled-down wind farm case study is used to demonstrate the potential of RL in identifying an optimal O&M policy and to show the ease of use of Pathmind and AnyLogic.","PeriodicalId":201963,"journal":{"name":"Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128896599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Reliability Evaluation of Heterogeneous Drone Fleet by Structure Function based Method 基于结构函数的异构无人机机群可靠性评估方法

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference Pub Date : 1900-01-01 DOI: 10.3850/978-981-14-8593-0_5145-CD

E. Zaitseva, V. Levashenko, M. Kvassay, S KharchenkoVyacheslav

引用次数: 1

Conformity Assessment Procedures of the Directive 2014/68/UE (PED) and Implementation of the Quality Management System ISO 9001:2015 指令2014/68/UE (PED)的合格评定程序和质量管理体系ISO 9001:2015的实施

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference Pub Date : 1900-01-01 DOI: 10.3850/978-981-14-8593-0_4246-CD

F. Giacobbe, E. Bemporad, F. Pera

引用次数: 0

A Probabilistic Approach to Dynamic Resilience Assessment of Power Systems 电力系统动态弹性评估的概率方法

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference Pub Date : 1900-01-01 DOI: 10.3850/978-981-14-8593-0_4697-CD

F. Faghihi, P. Henneaux, P. Labeau, M. Panteli

引用次数: 2

Configurable Monitoring of Machine Tools Status in Smart Factories 智能工厂中机床状态的可配置监控

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference Pub Date : 1900-01-01 DOI: 10.3850/978-981-14-8593-0_4810-CD

L. Landi, Nicola Chiavatti, L. Grilli, Marco Preteni

引用次数: 0

Working Conditions and Safety in the Gig Economy – A Media Coverage Analysis 零工经济中的工作条件和安全——媒体报道分析

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference Pub Date : 1900-01-01 DOI: 10.3850/978-981-14-8593-0_3742-CD

Marie Nilsen, T. Kongsvik, S. Antonsen

引用次数: 4